Nameexact_genome_1512568488_44_7000_1
Workunit2606288
Created7 Dec 2017, 23:07:22 UTC
Sent7 Dec 2017, 23:17:46 UTC
Report deadline16 Dec 2017, 8:25:47 UTC
Received8 Dec 2017, 7:46:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time4 hours 51 min 22 sec
CPU time4 hours 7 min 27 sec
Validate stateValid
Credit2,095.14
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.62 MB
Peak swap size159.42 MB
Peak disk usage1.97 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
20/  10000 (97.20%), best:    9720/10000 (97.20%), error:       907.34625, best error:       907.34625 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 124.0033416748s, input_fired_time: 1.6192295551, output_fired_time: 1.4915624857, propagate_forward_time: 46.1812782288, propagate_backward_time: 71.5075607300, weight_update_time: 0.1484956145, other_time: 3.2037124634
epoch time: 9.9732990265s, input_fired_time: 0.1917921156, output_fired_time: 0.0000000000, propagate_forward_time: 9.1987571716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827493668
validation[          , genome  7000] predictions:    9741/  10000 (97.41%), best:    9720/10000 (97.20%), error:       913.37604, best error:       907.34625 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 126.0748214722s, input_fired_time: 1.6426711082, output_fired_time: 1.5238958597, propagate_forward_time: 47.1224899292, propagate_backward_time: 72.5330047607, weight_update_time: 0.1503686160, other_time: 3.2527618408
epoch time: 10.0269565582s, input_fired_time: 0.1914828122, output_fired_time: 0.0000000000, propagate_forward_time: 9.2508106232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5846633911
validation[          , genome  7000] predictions:    9636/  10000 (96.36%), best:    9720/10000 (97.20%), error:      1079.68457, best error:       907.34625 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 124.6842880249s, input_fired_time: 1.6281212568, output_fired_time: 1.5123450756, propagate_forward_time: 46.4245033264, propagate_backward_time: 71.9210281372, weight_update_time: 0.1474104524, other_time: 3.1982955933
epoch time: 10.0540447235s, input_fired_time: 0.1920108050, output_fired_time: 0.0000000000, propagate_forward_time: 9.2703065872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5917272568
validation[          , genome  7000] predictions:    9677/  10000 (96.77%), best:    9720/10000 (97.20%), error:       987.61633, best error:       907.34625 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 157.5675811768s, input_fired_time: 1.9397879839, output_fired_time: 1.6015249491, propagate_forward_time: 58.4974670410, propagate_backward_time: 91.9604339600, weight_update_time: 0.1571654826, other_time: 3.5683593750
epoch time: 15.3422355652s, input_fired_time: 0.4637292325, output_fired_time: 0.0000000000, propagate_forward_time: 14.2425937653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359128952
validation[          , genome  7000] predictions:    9718/  10000 (97.18%), best:    9720/10000 (97.20%), error:       919.25281, best error:       907.34625 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 189.8096923828s, input_fired_time: 2.7577087879, output_fired_time: 1.9475791454, propagate_forward_time: 71.7233123779, propagate_backward_time: 107.4289855957, weight_update_time: 0.1656721681, other_time: 5.9521026611
epoch time: 15.7062940598s, input_fired_time: 0.2162570208, output_fired_time: 0.0000000000, propagate_forward_time: 14.6012163162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8888206482
validation[          , genome  7000] predictions:    9716/  10000 (97.16%), best:    9720/10000 (97.20%), error:       907.73077, best error:       907.34625 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 190.7555236816s, input_fired_time: 2.2726688385, output_fired_time: 2.4535355568, propagate_forward_time: 69.5571365356, propagate_backward_time: 110.7802124023, weight_update_time: 0.1651415527, other_time: 5.6919631958
epoch time: 14.9449224472s, input_fired_time: 0.2076687366, output_fired_time: 0.0000000000, propagate_forward_time: 13.8586969376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8785572052
validation[          , genome  7000] predictions:    9636/  10000 (96.36%), best:    9720/10000 (97.20%), error:      1193.37219, best error:       907.34625 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 191.7918548584s, input_fired_time: 1.7741773129, output_fired_time: 2.4816567898, propagate_forward_time: 71.6753158569, propagate_backward_time: 110.6343765259, weight_update_time: 0.1672834009, other_time: 5.2263336182
epoch time: 15.5758295059s, input_fired_time: 0.7157120109, output_fired_time: 0.0000000000, propagate_forward_time: 14.2219390869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381788254
validation[          , genome  7000] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       874.23566, best error:       874.23566 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 191.0839080811s, input_fired_time: 1.7659534216, output_fired_time: 2.4703855515, propagate_forward_time: 71.0334548950, propagate_backward_time: 111.6016235352, weight_update_time: 0.1673720032, other_time: 4.2124862671
epoch time: 15.3884611130s, input_fired_time: 0.4659214914, output_fired_time: 0.0000000000, propagate_forward_time: 14.0326766968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8898630142
validation[          , genome  7000] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       945.66046, best error:       874.23566 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 189.6366271973s, input_fired_time: 2.7647442818, output_fired_time: 2.4618062973, propagate_forward_time: 72.8777770996, propagate_backward_time: 107.3299713135, weight_update_time: 0.4164089859, other_time: 4.2023315430
epoch time: 15.3774576187s, input_fired_time: 0.2165022492, output_fired_time: 0.0000000000, propagate_forward_time: 14.5232620239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376934052
validation[          , genome  7000] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       883.16528, best error:       874.23566 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 190.9983062744s, input_fired_time: 2.0196509361, output_fired_time: 1.7188229561, propagate_forward_time: 75.8624343872, propagate_backward_time: 107.4423599243, weight_update_time: 0.1660553515, other_time: 3.9550323486
epoch time: 15.3961324692s, input_fired_time: 0.4648540616, output_fired_time: 0.0000000000, propagate_forward_time: 14.0421400070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8891382217
validation[          , genome  7000] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       864.24683, best error:       864.24683 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 190.8416137695s, input_fired_time: 2.0210604668, output_fired_time: 2.9681041241, propagate_forward_time: 72.0936203003, propagate_backward_time: 109.8039245605, weight_update_time: 0.1668419093, other_time: 3.9549026489
epoch time: 15.3303117752s, input_fired_time: 0.4650031924, output_fired_time: 0.0000000000, propagate_forward_time: 13.7293386459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1359701157
validation[          , genome  7000] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       841.45557, best error:       841.45557 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 191.8821105957s, input_fired_time: 3.2818434238, output_fired_time: 2.2175407410, propagate_forward_time: 72.1824111938, propagate_backward_time: 109.4818344116, weight_update_time: 0.1663865894, other_time: 4.7184753418
epoch time: 15.3226470947s, input_fired_time: 0.2161053419, output_fired_time: 0.0000000000, propagate_forward_time: 13.9595718384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1469697952
validation[          , genome  7000] predictions:    9690/  10000 (96.90%), best:    9739/10000 (97.39%), error:       998.45764, best error:       841.45557 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 192.0713653564s, input_fired_time: 2.0344557762, output_fired_time: 2.4799964428, propagate_forward_time: 71.5686264038, propagate_backward_time: 110.2585983276, weight_update_time: 0.1667933464, other_time: 5.7296905518
epoch time: 15.5849294662s, input_fired_time: 0.4647749960, output_fired_time: 0.0000000000, propagate_forward_time: 14.4828996658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6372547150
validation[          , genome  7000] predictions:    9745/  10000 (97.45%), best:    9739/10000 (97.39%), error:       845.15057, best error:       841.45557 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 189.8646545410s, input_fired_time: 2.2728075981, output_fired_time: 2.7097468376, propagate_forward_time: 71.1594009399, propagate_backward_time: 109.7579421997, weight_update_time: 0.1662514210, other_time: 3.9647521973
epoch time: 15.2191114426s, input_fired_time: 0.4628472924, output_fired_time: 0.0000000000, propagate_forward_time: 14.1240797043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321840286
validation[          , genome  7000] predictions:    9730/  10000 (97.30%), best:    9739/10000 (97.39%), error:       889.13574, best error:       841.45557 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 191.7814331055s, input_fired_time: 1.7896907330, output_fired_time: 2.2268142700, propagate_forward_time: 71.1483993530, propagate_backward_time: 111.8913116455, weight_update_time: 0.4166272283, other_time: 4.7252120972
epoch time: 15.4664592743s, input_fired_time: 0.2188417017, output_fired_time: 0.0000000000, propagate_forward_time: 14.3564310074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8911867142
validation[          , genome  7000] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       798.95142, best error:       798.95142 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 192.4077148438s, input_fired_time: 2.2985155582, output_fired_time: 2.2209007740, propagate_forward_time: 73.7060546875, propagate_backward_time: 110.2161102295, weight_update_time: 0.4180179834, other_time: 3.9661254883
epoch time: 15.7129278183s, input_fired_time: 0.2170773894, output_fired_time: 0.0000000000, propagate_forward_time: 14.6097841263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8860664368
validation[          , genome  7000] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       780.22186, best error:       780.22186 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 189.9608306885s, input_fired_time: 3.0247552395, output_fired_time: 2.4582753181, propagate_forward_time: 70.7174224854, propagate_backward_time: 109.5619659424, weight_update_time: 0.1658242792, other_time: 4.1984100342
epoch time: 15.7117652893s, input_fired_time: 0.2181062549, output_fired_time: 0.0000000000, propagate_forward_time: 14.3534002304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1402587891
validation[          , genome  7000] predictions:    9694/  10000 (96.94%), best:    9766/10000 (97.66%), error:      1032.14417, best error:       780.22186 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 172.7332000732s, input_fired_time: 2.2470331192, output_fired_time: 1.9202040434, propagate_forward_time: 68.4922637939, propagate_backward_time: 95.9023895264, weight_update_time: 0.1595698595, other_time: 4.1713104248
epoch time: 9.8873100281s, input_fired_time: 0.1901896298, output_fired_time: 0.0000000000, propagate_forward_time: 9.1159029007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812177658
validation[          , genome  7000] predictions:    9703/  10000 (97.03%), best:    9766/10000 (97.66%), error:      1045.17188, best error:       780.22186 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 127.1979446411s, input_fired_time: 1.6558961868, output_fired_time: 1.5321521759, propagate_forward_time: 47.5544815063, propagate_backward_time: 73.2350234985, weight_update_time: 0.1505079269, other_time: 3.2203903198
epoch time: 10.4511623383s, input_fired_time: 0.2006405592, output_fired_time: 0.0000000000, propagate_forward_time: 9.6462650299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042566299
validation[          , genome  7000] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       784.32263, best error:       780.22186 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 128.2248077393s, input_fired_time: 1.6644217968, output_fired_time: 1.5429574251, propagate_forward_time: 47.8527717590, propagate_backward_time: 73.9340744019, weight_update_time: 0.1517432481, other_time: 3.2305831909
epoch time: 10.3960933685s, input_fired_time: 0.1987947375, output_fired_time: 0.0000000000, propagate_forward_time: 9.6058006287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914983749
validation[          , genome  7000] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       761.05438, best error:       761.05438 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 127.8478088379s, input_fired_time: 1.6687258482, output_fired_time: 1.5370570421, propagate_forward_time: 47.8577461243, propagate_backward_time: 73.5477981567, weight_update_time: 0.1533600539, other_time: 3.2364883423
epoch time: 10.7276430130s, input_fired_time: 0.2045046389, output_fired_time: 0.0000000000, propagate_forward_time: 9.9162788391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068592072
validation[          , genome  7000] predictions:    9767/  10000 (97.67%), best:    9764/10000 (97.64%), error:       802.40417, best error:       761.05438 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 127.6183547974s, input_fired_time: 1.6530964375, output_fired_time: 1.5353016853, propagate_forward_time: 47.6768493652, propagate_backward_time: 73.5166931152, weight_update_time: 0.1507261246, other_time: 3.2364120483
epoch time: 10.1841497421s, input_fired_time: 0.1975501925, output_fired_time: 0.0000000000, propagate_forward_time: 9.3936128616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929870605
validation[          , genome  7000] predictions:    9667/  10000 (96.67%), best:    9764/10000 (97.64%), error:      1008.52374, best error:       761.05438 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 131.0293273926s, input_fired_time: 1.7118307352, output_fired_time: 1.5844124556, propagate_forward_time: 48.6673049927, propagate_backward_time: 75.7357406616, weight_update_time: 0.1536597013, other_time: 3.3300323486
epoch time: 10.3994741440s, input_fired_time: 0.1995470673, output_fired_time: 0.0000000000, propagate_forward_time: 9.6064882278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934391022
validation[          , genome  7000] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       782.20514, best error:       761.05438 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 130.2444000244s, input_fired_time: 1.6860381365, output_fired_time: 1.5765531063, propagate_forward_time: 48.6539115906, propagate_backward_time: 75.0251998901, weight_update_time: 0.1541862488, other_time: 3.3026962280
epoch time: 10.4933309555s, input_fired_time: 0.2028355002, output_fired_time: 0.0000000000, propagate_forward_time: 9.6941194534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963764191
validation[          , genome  7000] predictions:    9753/  10000 (97.53%), best:    9764/10000 (97.64%), error:       820.52069, best error:       761.05438 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 130.0728302002s, input_fired_time: 1.7064307928, output_fired_time: 1.5777503252, propagate_forward_time: 48.5746269226, propagate_backward_time: 74.9286956787, weight_update_time: 0.1563229263, other_time: 3.2853240967
epoch time: 10.6752824783s, input_fired_time: 0.1987343282, output_fired_time: 0.0000000000, propagate_forward_time: 9.8719186783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6046295166
validation[          , genome  7000] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       844.77704, best error:       761.05438 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 130.5756835938s, input_fired_time: 1.7360954285, output_fired_time: 1.5929683447, propagate_forward_time: 48.6356201172, propagate_backward_time: 75.2925109863, weight_update_time: 0.1535008699, other_time: 3.3184814453
epoch time: 10.5322751999s, input_fired_time: 0.2166460901, output_fired_time: 0.0000000000, propagate_forward_time: 9.7038631439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6117658615
validation[          , genome  7000] predictions:    9756/  10000 (97.56%), best:    9764/10000 (97.64%), error:       812.98694, best error:       761.05438 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 130.7714691162s, input_fired_time: 1.6947394609, output_fired_time: 1.6111373901, propagate_forward_time: 48.9052162170, propagate_backward_time: 75.2297744751, weight_update_time: 0.1546291709, other_time: 3.3306045532
epoch time: 10.7341852188s, input_fired_time: 0.2081209272, output_fired_time: 0.0000000000, propagate_forward_time: 9.9060907364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199731827
validation[          , genome  7000] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       769.24847, best error:       761.05438 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 131.3287963867s, input_fired_time: 1.7454714775, output_fired_time: 1.5837069750, propagate_forward_time: 49.2259979248, propagate_backward_time: 75.4466094971, weight_update_time: 0.1542270631, other_time: 3.3270111084
epoch time: 10.9154644012s, input_fired_time: 0.2361323833, output_fired_time: 0.0000000000, propagate_forward_time: 10.0043792725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6749525070
validation[          , genome  7000] predictions:    9716/  10000 (97.16%), best:    9764/10000 (97.64%), error:       907.23285, best error:       761.05438 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 130.3182830811s, input_fired_time: 1.7269728184, output_fired_time: 1.6049172878, propagate_forward_time: 48.6183929443, propagate_backward_time: 74.9765701294, weight_update_time: 0.1562076062, other_time: 3.3914260864
epoch time: 10.6201286316s, input_fired_time: 0.2194604278, output_fired_time: 0.0000000000, propagate_forward_time: 9.7997264862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6009416580
validation[          , genome  7000] predictions:    9739/  10000 (97.39%), best:    9764/10000 (97.64%), error:       853.91974, best error:       761.05438 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 130.0160217285s, input_fired_time: 1.7632273436, output_fired_time: 1.5841803551, propagate_forward_time: 48.6589088440, propagate_backward_time: 74.7079391479, weight_update_time: 0.1543751657, other_time: 3.3017654419
epoch time: 10.7498302460s, input_fired_time: 0.2058229744, output_fired_time: 0.0000000000, propagate_forward_time: 9.9314737320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125335693
validation[          , genome  7000] predictions:    9770/  10000 (97.70%), best:    9764/10000 (97.64%), error:       781.34784, best error:       761.05438 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 130.7393188477s, input_fired_time: 1.7318576574, output_fired_time: 1.5756179094, propagate_forward_time: 48.7839088440, propagate_backward_time: 75.2276000977, weight_update_time: 0.1540529430, other_time: 3.4203338623
epoch time: 10.4297084808s, input_fired_time: 0.2015244216, output_fired_time: 0.0000000000, propagate_forward_time: 9.6232624054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6049213409
validation[          , genome  7000] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       866.44562, best error:       761.05438 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 130.0343780518s, input_fired_time: 1.6952741146, output_fired_time: 1.5842219591, propagate_forward_time: 48.6293945313, propagate_backward_time: 74.8561782837, weight_update_time: 0.1531470269, other_time: 3.2693176270
epoch time: 10.3980216980s, input_fired_time: 0.2022485733, output_fired_time: 0.0000000000, propagate_forward_time: 9.5808935165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148796082
validation[          , genome  7000] predictions:    9742/  10000 (97.42%), best:    9764/10000 (97.64%), error:       839.52197, best error:       761.05438 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 130.4610595703s, input_fired_time: 1.6917262077, output_fired_time: 1.5774129629, propagate_forward_time: 48.8192977905, propagate_backward_time: 75.0163803101, weight_update_time: 0.1699132025, other_time: 3.3562393188
epoch time: 10.3820962906s, input_fired_time: 0.2028826624, output_fired_time: 0.0000000000, propagate_forward_time: 9.5757608414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6034526825
validation[          , genome  7000] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       868.60071, best error:       761.05438 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 130.9859008789s, input_fired_time: 1.7126544714, output_fired_time: 1.6181094646, propagate_forward_time: 48.9756355286, propagate_backward_time: 75.3084640503, weight_update_time: 0.1536980718, other_time: 3.3710250854
epoch time: 10.6310024261s, input_fired_time: 0.2163398415, output_fired_time: 0.0000000000, propagate_forward_time: 9.8080940247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065683365
validation[          , genome  7000] predictions:    9776/  10000 (97.76%), best:    9764/10000 (97.64%), error:       772.39221, best error:       761.05438 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 129.6553955078s, input_fired_time: 1.6850848198, output_fired_time: 1.5982123613, propagate_forward_time: 48.6936874390, propagate_backward_time: 74.3794097900, weight_update_time: 0.1526872367, other_time: 3.2990036011
epoch time: 10.6085205078s, input_fired_time: 0.2058679610, output_fired_time: 0.0000000000, propagate_forward_time: 9.7979001999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047525406
validation[          , genome  7000] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       724.52393, best error:       724.52393 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 130.2815399170s, input_fired_time: 1.7015182972, output_fired_time: 1.5736353397, propagate_forward_time: 48.4857902527, propagate_backward_time: 75.1453475952, weight_update_time: 0.1548232287, other_time: 3.3752365112
epoch time: 10.6936941147s, input_fired_time: 0.2051889151, output_fired_time: 0.0000000000, propagate_forward_time: 9.8593759537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6291294098
validation[          , genome  7000] predictions:    9670/  10000 (96.70%), best:    9791/10000 (97.91%), error:      1091.28113, best error:       724.52393 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 129.7178039551s, input_fired_time: 1.7121133804, output_fired_time: 1.5933843851, propagate_forward_time: 48.2746620178, propagate_backward_time: 74.8251113892, weight_update_time: 0.1529718339, other_time: 3.3125381470
epoch time: 10.5013866425s, input_fired_time: 0.2079083323, output_fired_time: 0.0000000000, propagate_forward_time: 9.6629810333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6304969788
validation[          , genome  7000] predictions:    9736/  10000 (97.36%), best:    9791/10000 (97.91%), error:       793.32428, best error:       724.52393 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 129.9613342285s, input_fired_time: 1.7065322399, output_fired_time: 1.5882909298, propagate_forward_time: 48.6296844482, propagate_backward_time: 74.7765960693, weight_update_time: 0.1533764452, other_time: 3.2602386475
epoch time: 10.7222909927s, input_fired_time: 0.2091836333, output_fired_time: 0.0000000000, propagate_forward_time: 9.8559436798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6571636200
validation[          , genome  7000] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       822.23676, best error:       724.52393 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 129.6356506348s, input_fired_time: 1.7038024664, output_fired_time: 1.5930461884, propagate_forward_time: 48.3768272400, propagate_backward_time: 74.6059875488, weight_update_time: 0.1545497775, other_time: 3.3559875488
epoch time: 10.2777957916s, input_fired_time: 0.2026609480, output_fired_time: 0.0000000000, propagate_forward_time: 9.4884729385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866622925
validation[          , genome  7000] predictions:    9747/  10000 (97.47%), best:    9791/10000 (97.91%), error:       817.82703, best error:       724.52393 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 130.4026336670s, input_fired_time: 1.6996527910, output_fired_time: 1.6125197411, propagate_forward_time: 48.5715255737, propagate_backward_time: 75.2590942383, weight_update_time: 0.1521248072, other_time: 3.2598495483
epoch time: 10.6495428085s, input_fired_time: 0.2020837367, output_fired_time: 0.0000000000, propagate_forward_time: 9.7997198105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6477394104
validation[          , genome  7000] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       776.30707, best error:       724.52393 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 129.7841644287s, input_fired_time: 1.6962881088, output_fired_time: 1.5657290220, propagate_forward_time: 48.3232803345, propagate_backward_time: 74.9342193604, weight_update_time: 0.1533821225, other_time: 3.2646484375
epoch time: 10.1383848190s, input_fired_time: 0.2031315863, output_fired_time: 0.0000000000, propagate_forward_time: 9.3399419785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953111649
validation[          , genome  7000] predictions:    9715/  10000 (97.15%), best:    9791/10000 (97.91%), error:       972.33972, best error:       724.52393 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 126.7205886841s, input_fired_time: 1.7084095478, output_fired_time: 1.5788912773, propagate_forward_time: 47.1410446167, propagate_backward_time: 73.0111770630, weight_update_time: 0.1544534713, other_time: 3.2810668945
epoch time: 10.4327259064s, input_fired_time: 0.2073501348, output_fired_time: 0.0000000000, propagate_forward_time: 9.6121129990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6132631302
validation[          , genome  7000] predictions:    9716/  10000 (97.16%), best:    9791/10000 (97.91%), error:       879.80811, best error:       724.52393 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 126.5215759277s, input_fired_time: 1.6939139366, output_fired_time: 1.5637278557, propagate_forward_time: 47.1806983948, propagate_backward_time: 72.8161163330, weight_update_time: 0.1525201797, other_time: 3.2671203613
epoch time: 10.2421216965s, input_fired_time: 0.2027761787, output_fired_time: 0.0000000000, propagate_forward_time: 9.4387540817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005916595
validation[          , genome  7000] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       826.96942, best error:       724.52393 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 126.8347396851s, input_fired_time: 1.7004507780, output_fired_time: 1.5549123287, propagate_forward_time: 47.4480133057, propagate_backward_time: 72.8580551147, weight_update_time: 0.1531500816, other_time: 3.2733154297
epoch time: 10.3792810440s, input_fired_time: 0.2095902860, output_fired_time: 0.0000000000, propagate_forward_time: 9.5492248535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204662323
validation[          , genome  7000] predictions:    9704/  10000 (97.04%), best:    9791/10000 (97.91%), error:       964.86847, best error:       724.52393 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 127.0038604736s, input_fired_time: 1.7210981846, output_fired_time: 1.6036479473, propagate_forward_time: 47.3606529236, propagate_backward_time: 72.9962921143, weight_update_time: 0.1574879587, other_time: 3.3221740723
epoch time: 10.1780481339s, input_fired_time: 0.2042491436, output_fired_time: 0.0000000000, propagate_forward_time: 9.3763551712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974435806
validation[          , genome  7000] predictions:    9772/  10000 (97.72%), best:    9791/10000 (97.91%), error:       740.15247, best error:       724.52393 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 127.2492980957s, input_fired_time: 1.7091706991, output_fired_time: 1.5730694532, propagate_forward_time: 47.3864173889, propagate_backward_time: 73.2993087769, weight_update_time: 0.1532909125, other_time: 3.2813339233
epoch time: 10.4017848969s, input_fired_time: 0.2075264156, output_fired_time: 0.0000000000, propagate_forward_time: 9.5785980225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156606674
validation[          , genome  7000] predictions:    9679/  10000 (96.79%), best:    9791/10000 (97.91%), error:      1027.32593, best error:       724.52393 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 127.7131729126s, input_fired_time: 1.7162895203, output_fired_time: 1.5851264000, propagate_forward_time: 47.4071617126, propagate_backward_time: 73.6970214844, weight_update_time: 0.1558107138, other_time: 3.3075714111
epoch time: 10.3229255676s, input_fired_time: 0.2041170001, output_fired_time: 0.0000000000, propagate_forward_time: 9.5134315491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6053771973
validation[          , genome  7000] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       776.44708, best error:       724.52393 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 127.2910232544s, input_fired_time: 1.6939696074, output_fired_time: 1.5530925989, propagate_forward_time: 47.2892074585, propagate_backward_time: 73.4758834839, weight_update_time: 0.1519855261, other_time: 3.2788696289
epoch time: 10.1241807938s, input_fired_time: 0.2011076212, output_fired_time: 0.0000000000, propagate_forward_time: 9.3247661591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983066559
validation[          , genome  7000] predictions:    9718/  10000 (97.18%), best:    9791/10000 (97.91%), error:       864.60321, best error:       724.52393 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 124.9262466431s, input_fired_time: 1.6559557915, output_fired_time: 1.5131374598, propagate_forward_time: 46.2793617249, propagate_backward_time: 72.2642135620, weight_update_time: 0.1500352472, other_time: 3.2135848999
epoch time: 9.7185926437s, input_fired_time: 0.1959948391, output_fired_time: 0.0000000000, propagate_forward_time: 8.9485273361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740709305
validation[          , genome  7000] predictions:    9738/  10000 (97.38%), best:    9791/10000 (97.91%), error:       842.47241, best error:       724.52393 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 126.0876541138s, input_fired_time: 1.6722769737, output_fired_time: 1.5218888521, propagate_forward_time: 47.0809020996, propagate_backward_time: 72.5768814087, weight_update_time: 0.1508961767, other_time: 3.2357025146
epoch time: 9.7164640427s, input_fired_time: 0.1971338987, output_fired_time: 0.0000000000, propagate_forward_time: 8.9486961365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5706338882
validation[          , genome  7000] predictions:    9750/  10000 (97.50%), best:    9791/10000 (97.91%), error:       839.95496, best error:       724.52393 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 124.9722213745s, input_fired_time: 1.6646422148, output_fired_time: 1.5064530373, propagate_forward_time: 46.6820297241, propagate_backward_time: 71.9203872681, weight_update_time: 0.1487174779, other_time: 3.1987075806
epoch time: 9.9205007553s, input_fired_time: 0.1988832951, output_fired_time: 0.0000000000, propagate_forward_time: 9.1400566101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5815610886
validation[          , genome  7000] predictions:    9719/  10000 (97.19%), best:    9791/10000 (97.91%), error:       940.52545, best error:       724.52393 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 123.9434432983s, input_fired_time: 1.6590157747, output_fired_time: 1.5094869137, propagate_forward_time: 46.2052001953, propagate_backward_time: 71.3954010010, weight_update_time: 0.1471185237, other_time: 3.1743392944
epoch time: 10.0376415253s, input_fired_time: 0.2003316432, output_fired_time: 0.0000000000, propagate_forward_time: 9.2511634827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861463547
validation[          , genome  7000] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       748.09802, best error:       724.52393 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 124.5080795288s, input_fired_time: 1.6618747711, output_fired_time: 1.5048882961, propagate_forward_time: 46.3756637573, propagate_backward_time: 71.7610015869, weight_update_time: 0.1494933665, other_time: 3.2046508789
epoch time: 10.0646963120s, input_fired_time: 0.2019951791, output_fired_time: 0.0000000000, propagate_forward_time: 9.2702617645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924396515
validation[          , genome  7000] predictions:    9749/  10000 (97.49%), best:    9791/10000 (97.91%), error:       802.33655, best error:       724.52393 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 124.5896530151s, input_fired_time: 1.6686495543, output_fired_time: 1.5102168322, propagate_forward_time: 46.5236434937, propagate_backward_time: 71.6830978394, weight_update_time: 0.1494339406, other_time: 3.2040481567
epoch time: 10.0453557968s, input_fired_time: 0.2052032799, output_fired_time: 0.0000000000, propagate_forward_time: 9.2485990524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915536880
validation[          , genome  7000] predictions:    9685/  10000 (96.85%), best:    9791/10000 (97.91%), error:      1021.04810, best error:       724.52393 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 125.1797332764s, input_fired_time: 1.6755437851, output_fired_time: 1.5140006542, propagate_forward_time: 46.7827987671, propagate_backward_time: 72.0032196045, weight_update_time: 0.1486098915, other_time: 3.2041702271
epoch time: 10.0468330383s, input_fired_time: 0.2026230395, output_fired_time: 0.0000000000, propagate_forward_time: 9.2600469589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5841627121
validation[          , genome  7000] predictions:    9733/  10000 (97.33%), best:    9791/10000 (97.91%), error:       885.29474, best error:       724.52393 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 125.1470794678s, input_fired_time: 1.6744936705, output_fired_time: 1.5147809982, propagate_forward_time: 46.8525772095, propagate_backward_time: 71.8890762329, weight_update_time: 0.1498533934, other_time: 3.2161560059
epoch time: 9.9517259598s, input_fired_time: 0.2005575746, output_fired_time: 0.0000000000, propagate_forward_time: 9.1668882370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842800140
validation[          , genome  7000] predictions:    9779/  10000 (97.79%), best:    9791/10000 (97.91%), error:       727.86194, best error:       724.52393 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 125.3642730713s, input_fired_time: 1.6719586849, output_fired_time: 1.5181041956, propagate_forward_time: 46.6852722168, propagate_backward_time: 72.2667999268, weight_update_time: 0.1498785168, other_time: 3.2221374512
epoch time: 10.0535249710s, input_fired_time: 0.2033163756, output_fired_time: 0.0000000000, propagate_forward_time: 9.2564821243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937261581
validation[          , genome  7000] predictions:    9714/  10000 (97.14%), best:    9791/10000 (97.91%), error:       890.51868, best error:       724.52393 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 173.7163391113s, input_fired_time: 1.7742890120, output_fired_time: 1.6720340252, propagate_forward_time: 68.6191635132, propagate_backward_time: 97.5181884766, weight_update_time: 0.1607556194, other_time: 4.1326675415
epoch time: 15.3753643036s, input_fired_time: 0.2236476839, output_fired_time: 0.0000000000, propagate_forward_time: 14.2645206451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8871955872
validation[          , genome  7000] predictions:    9778/  10000 (97.78%), best:    9791/10000 (97.91%), error:       737.58057, best error:       724.52393 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 191.1239318848s, input_fired_time: 2.8035852909, output_fired_time: 1.7251751423, propagate_forward_time: 71.1783828735, propagate_backward_time: 111.4601745605, weight_update_time: 0.1662638187, other_time: 3.9566116333
epoch time: 15.2949914932s, input_fired_time: 0.4738629758, output_fired_time: 0.0000000000, propagate_forward_time: 13.6787157059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1424131393
validation[          , genome  7000] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       744.01025, best error:       724.52393 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 190.6014251709s, input_fired_time: 2.5614254475, output_fired_time: 2.2174599171, propagate_forward_time: 72.5234527588, propagate_backward_time: 109.5940551758, weight_update_time: 0.1664404720, other_time: 3.7050323486
epoch time: 15.5306730270s, input_fired_time: 0.2279062271, output_fired_time: 0.0000000000, propagate_forward_time: 14.6602745056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424922943
validation[          , genome  7000] predictions:    9747/  10000 (97.47%), best:    9791/10000 (97.91%), error:       801.64624, best error:       724.52393 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 191.6463317871s, input_fired_time: 1.8130772114, output_fired_time: 2.9681870937, propagate_forward_time: 68.8928070068, propagate_backward_time: 113.2759704590, weight_update_time: 0.1654401273, other_time: 4.6962890625
epoch time: 15.6199398041s, input_fired_time: 0.4719821513, output_fired_time: 0.0000000000, propagate_forward_time: 14.5077800751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6401777267
validation[          , genome  7000] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       792.96863, best error:       724.52393 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 191.2303009033s, input_fired_time: 2.5629105568, output_fired_time: 3.2104208469, propagate_forward_time: 72.1285552979, propagate_backward_time: 108.8556976318, weight_update_time: 0.1674334109, other_time: 4.4727172852
epoch time: 15.4835014343s, input_fired_time: 0.2255154699, output_fired_time: 0.0000000000, propagate_forward_time: 14.3681793213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8898067474
validation[          , genome  7000] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       747.69568, best error:       724.52393 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 192.0742492676s, input_fired_time: 2.5720357895, output_fired_time: 2.9684855938, propagate_forward_time: 70.4916000366, propagate_backward_time: 111.8081283569, weight_update_time: 0.1684557050, other_time: 4.2339935303
epoch time: 15.6320343018s, input_fired_time: 0.2249875516, output_fired_time: 0.0000000000, propagate_forward_time: 14.5216474533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8853988647
validation[          , genome  7000] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       832.68024, best error:       724.52393 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 190.3738708496s, input_fired_time: 2.3066864014, output_fired_time: 1.9595574141, propagate_forward_time: 68.7016983032, propagate_backward_time: 111.7007827759, weight_update_time: 0.1660941690, other_time: 5.7051391602
epoch time: 15.6986474991s, input_fired_time: 0.2249414474, output_fired_time: 0.0000000000, propagate_forward_time: 14.0808982849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3928079605
validation[          , genome  7000] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       754.73004, best error:       724.52393 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 202.3982543945s, input_fired_time: 3.1439409256, output_fired_time: 2.3214628696, propagate_forward_time: 81.0446701050, propagate_backward_time: 111.0509185791, weight_update_time: 0.1729790866, other_time: 4.8372726440
epoch time: 16.1951885223s, input_fired_time: 0.4899154902, output_fired_time: 0.0000000000, propagate_forward_time: 14.5492610931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1560115814
validation[          , genome  7000] predictions:    9788/  10000 (97.88%), best:    9791/10000 (97.91%), error:       749.89630, best error:       724.52393 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 203.0198059082s, input_fired_time: 2.4033479691, output_fired_time: 2.0727832317, propagate_forward_time: 77.5632095337, propagate_backward_time: 116.6470336914, weight_update_time: 0.1734389812, other_time: 4.3334274292
epoch time: 16.3550682068s, input_fired_time: 0.2353529036, output_fired_time: 0.0000000000, propagate_forward_time: 14.7147054672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4050092697
validation[          , genome  7000] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       813.18530, best error:       724.52393 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 202.4714202881s, input_fired_time: 2.1321861744, output_fired_time: 3.0631260872, propagate_forward_time: 72.5072402954, propagate_backward_time: 118.4269027710, weight_update_time: 0.9245450497, other_time: 6.3419647217
epoch time: 16.3253364563s, input_fired_time: 0.2353912592, output_fired_time: 0.0000000000, propagate_forward_time: 15.4328260422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6571187973
validation[          , genome  7000] predictions:    9741/  10000 (97.41%), best:    9791/10000 (97.91%), error:       860.46057, best error:       724.52393 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 202.8594970703s, input_fired_time: 2.6307370663, output_fired_time: 3.3144652843, propagate_forward_time: 76.6607894897, propagate_backward_time: 115.1601409912, weight_update_time: 0.1738814116, other_time: 5.0933609009
epoch time: 16.1887321472s, input_fired_time: 0.2314195633, output_fired_time: 0.0000000000, propagate_forward_time: 15.3036575317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6536550522
validation[          , genome  7000] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       702.38336, best error:       702.38336 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 202.7488250732s, input_fired_time: 1.8954858780, output_fired_time: 3.0721733570, propagate_forward_time: 75.6684799194, propagate_backward_time: 116.7888565063, weight_update_time: 0.1765723974, other_time: 5.3238220215
epoch time: 16.3236408234s, input_fired_time: 0.2326922715, output_fired_time: 0.0000000000, propagate_forward_time: 15.4316263199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593217850
validation[          , genome  7000] predictions:    9760/  10000 (97.60%), best:    9801/10000 (98.01%), error:       800.89734, best error:       702.38336 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 202.4003601074s, input_fired_time: 2.3855688572, output_fired_time: 2.3118095398, propagate_forward_time: 77.6335296631, propagate_backward_time: 115.4979553223, weight_update_time: 0.1764682829, other_time: 4.5714874268
epoch time: 16.6719455719s, input_fired_time: 0.2419744283, output_fired_time: 0.0000000000, propagate_forward_time: 15.7721700668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578016281
validation[          , genome  7000] predictions:    9680/  10000 (96.80%), best:    9801/10000 (98.01%), error:      1035.25464, best error:       702.38336 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 202.5235443115s, input_fired_time: 2.3842709064, output_fired_time: 2.8140904903, propagate_forward_time: 76.2056808472, propagate_backward_time: 117.0459213257, weight_update_time: 0.1732653677, other_time: 4.0735778809
epoch time: 16.0830020905s, input_fired_time: 0.2318585068, output_fired_time: 0.0000000000, propagate_forward_time: 14.6978721619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1532716751
validation[          , genome  7000] predictions:    9769/  10000 (97.69%), best:    9801/10000 (98.01%), error:       773.16760, best error:       702.38336 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 200.9121398926s, input_fired_time: 2.8711767197, output_fired_time: 3.2966296673, propagate_forward_time: 75.9714736938, propagate_backward_time: 114.2052841187, weight_update_time: 0.1729842126, other_time: 4.5675811768
epoch time: 16.5248260498s, input_fired_time: 0.2334620059, output_fired_time: 0.0000000000, propagate_forward_time: 15.6389570236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524076462
validation[          , genome  7000] predictions:    9734/  10000 (97.34%), best:    9801/10000 (98.01%), error:       851.87305, best error:       702.38336 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 201.5139312744s, input_fired_time: 1.8848068714, output_fired_time: 2.3065364361, propagate_forward_time: 79.3159942627, propagate_backward_time: 113.1889877319, weight_update_time: 0.4240278006, other_time: 4.8176040649
epoch time: 16.2689151764s, input_fired_time: 0.2335250527, output_fired_time: 0.0000000000, propagate_forward_time: 15.3827304840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526603699
validation[          , genome  7000] predictions:    9782/  10000 (97.82%), best:    9801/10000 (98.01%), error:       744.19360, best error:       702.38336 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 201.4814758301s, input_fired_time: 2.1389651299, output_fired_time: 2.3234944344, propagate_forward_time: 76.9822006226, propagate_backward_time: 115.4355697632, weight_update_time: 0.1748331040, other_time: 4.6012420654
epoch time: 16.2683162689s, input_fired_time: 0.7325140238, output_fired_time: 0.0000000000, propagate_forward_time: 14.8829078674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528940201
validation[          , genome  7000] predictions:    9779/  10000 (97.79%), best:    9801/10000 (98.01%), error:       732.43048, best error:       702.38336 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 201.0064697266s, input_fired_time: 2.6359791756, output_fired_time: 2.5441060066, propagate_forward_time: 68.9166183472, propagate_backward_time: 122.1008377075, weight_update_time: 0.1772786677, other_time: 4.8089141846
epoch time: 16.5545158386s, input_fired_time: 0.2323460281, output_fired_time: 0.0000000000, propagate_forward_time: 15.6692171097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6529531479
validation[          , genome  7000] predictions:    9777/  10000 (97.77%), best:    9801/10000 (98.01%), error:       726.71826, best error:       702.38336 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 201.9239654541s, input_fired_time: 2.6554427147, output_fired_time: 2.0584578514, propagate_forward_time: 78.2551651001, propagate_backward_time: 114.1430587769, weight_update_time: 0.4241408408, other_time: 4.8118438721
epoch time: 16.5975036621s, input_fired_time: 0.2368144989, output_fired_time: 0.0000000000, propagate_forward_time: 15.4500341415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9106550217
validation[          , genome  7000] predictions:    9782/  10000 (97.82%), best:    9801/10000 (98.01%), error:       711.88202, best error:       702.38336 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 202.3779144287s, input_fired_time: 2.1404068470, output_fired_time: 2.0630018711, propagate_forward_time: 76.4309997559, propagate_backward_time: 117.1677246094, weight_update_time: 0.1746625155, other_time: 4.5757751465
epoch time: 16.2955265045s, input_fired_time: 0.2349006385, output_fired_time: 0.0000000000, propagate_forward_time: 15.4026079178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6580171585
validation[          , genome  7000] predictions:    9765/  10000 (97.65%), best:    9801/10000 (98.01%), error:       781.60480, best error:       702.38336 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 202.0939025879s, input_fired_time: 2.1578931808, output_fired_time: 2.5559122562, propagate_forward_time: 75.8978195190, propagate_backward_time: 117.1477813721, weight_update_time: 0.1728838384, other_time: 4.3344955444
epoch time: 16.3967876434s, input_fired_time: 0.2329760343, output_fired_time: 0.0000000000, propagate_forward_time: 14.7469654083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4168453217
validation[          , genome  7000] predictions:    9784/  10000 (97.84%), best:    9801/10000 (98.01%), error:       723.29938, best error:       702.38336 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 199.7168426514s, input_fired_time: 2.6253306866, output_fired_time: 2.2951426506, propagate_forward_time: 79.5856628418, propagate_backward_time: 110.4166488647, weight_update_time: 0.1712633222, other_time: 4.7940597534
epoch time: 16.1207180023s, input_fired_time: 0.2333585024, output_fired_time: 0.0000000000, propagate_forward_time: 15.2376966476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6496629715
validation[          , genome  7000] predictions:    9755/  10000 (97.55%), best:    9801/10000 (98.01%), error:       798.52905, best error:       702.38336 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 200.9684906006s, input_fired_time: 3.3781900406, output_fired_time: 2.8023393154, propagate_forward_time: 74.6869583130, propagate_backward_time: 114.5149459839, weight_update_time: 0.4224833846, other_time: 5.5860595703
epoch time: 16.2825298309s, input_fired_time: 0.2348807007, output_fired_time: 0.0000000000, propagate_forward_time: 15.1329975128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9146518707
validation[          , genome  7000] predictions:    9748/  10000 (97.48%), best:    9801/10000 (98.01%), error:       811.94238, best error:       702.38336 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 201.1152343750s, input_fired_time: 2.6310324669, output_fired_time: 2.3069846630, propagate_forward_time: 75.7817993164, propagate_backward_time: 115.3158264160, weight_update_time: 0.1723107100, other_time: 5.0795898438
epoch time: 16.5481624603s, input_fired_time: 0.4841239750, output_fired_time: 0.0000000000, propagate_forward_time: 15.4044418335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6595973969
validation[          , genome  7000] predictions:    9780/  10000 (97.80%), best:    9801/10000 (98.01%), error:       748.36548, best error:       702.38336 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 201.7965850830s, input_fired_time: 2.8860661983, output_fired_time: 2.0680661201, propagate_forward_time: 76.6785659790, propagate_backward_time: 115.5875396729, weight_update_time: 0.1770040393, other_time: 4.5763473511
epoch time: 16.5368614197s, input_fired_time: 0.2337790281, output_fired_time: 0.0000000000, propagate_forward_time: 15.1423273087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1607542038
validation[          , genome  7000] predictions:    9789/  10000 (97.89%), best:    9801/10000 (98.01%), error:       708.69818, best error:       702.38336 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 200.9588470459s, input_fired_time: 2.1359748840, output_fired_time: 2.8055860996, propagate_forward_time: 76.0405654907, propagate_backward_time: 115.9131851196, weight_update_time: 0.1724336296, other_time: 4.0635375977
epoch time: 16.6573066711s, input_fired_time: 0.2372258157, output_fired_time: 0.0000000000, propagate_forward_time: 15.7610359192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6590442657
validation[          , genome  7000] predictions:    9755/  10000 (97.55%), best:    9801/10000 (98.01%), error:       799.30487, best error:       702.38336 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 200.8308715820s, input_fired_time: 2.8787961006, output_fired_time: 2.0475745201, propagate_forward_time: 74.0527343750, propagate_backward_time: 116.0412597656, weight_update_time: 0.6754999161, other_time: 5.8105010986
epoch time: 16.5552253723s, input_fired_time: 0.4828328192, output_fired_time: 0.0000000000, propagate_forward_time: 15.1667480469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9056453705
validation[          , genome  7000] predictions:    9712/  10000 (97.12%), best:    9801/10000 (98.01%), error:       990.52856, best error:       702.38336 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 201.2855224609s, input_fired_time: 2.1372027397, output_fired_time: 1.8049094677, propagate_forward_time: 75.8299484253, propagate_backward_time: 116.2136535645, weight_update_time: 0.1718481928, other_time: 5.2997970581
epoch time: 16.2698860168s, input_fired_time: 0.4824769199, output_fired_time: 0.0000000000, propagate_forward_time: 15.1270093918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6603994370
validation[          , genome  7000] predictions:    9752/  10000 (97.52%), best:    9801/10000 (98.01%), error:       799.87054, best error:       702.38336 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 200.9623718262s, input_fired_time: 2.8893260956, output_fired_time: 2.7991051674, propagate_forward_time: 76.0555267334, propagate_backward_time: 115.1706314087, weight_update_time: 0.1728822738, other_time: 4.0477828979
epoch time: 15.9281215668s, input_fired_time: 0.9805735350, output_fired_time: 0.0000000000, propagate_forward_time: 13.8029470444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1446008682
validation[          , genome  7000] predictions:    9795/  10000 (97.95%), best:    9801/10000 (98.01%), error:       725.15906, best error:       702.38336 on epoch:    82, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 78.9382400513s, input_fired_time: 1.6369950771, output_fired_time: 0.0000000000, propagate_forward_time: 72.7740249634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5272216797
best training[          , genome  7000] predictions:   49702/  50000 (99.40%), best:    9801/10000 (98.01%), error:      1300.72437, best error:       702.38336 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 15.3710289001s, input_fired_time: 0.4725397527, output_fired_time: 0.0000000000, propagate_forward_time: 14.2683315277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6301574707
   testing[          , genome  7000] predictions:    9808/  10000 (98.08%), best:    9801/10000 (98.01%), error:       621.14075, best error:       702.38336 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:46:55 (5480): called boinc_finish(0)

</stderr_txt>
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